On the periodic hierarchical Chinese postman problem

被引:1
|
作者
Keskin, Muhammed Emre [1 ,5 ]
Triki, Chefi [2 ,3 ,4 ]
机构
[1] Ataturk Univ, Ind Engn Dept, Erzurum, Turkey
[2] Univ Kent, Kent Business Sch, Canterbury, Kent, England
[3] Univ Salento, Dept Engn Innovat, Lecce, Italy
[4] Hamad Bin Khalifa Univ, Coll Sci & Engn, Doha, Qatar
[5] Hamad Bin Khalifa Univ, Coll Sci & Engn, Div Engn Management & Decis Sci, Doha, Qatar
关键词
Hierarchical Chinese postman problem; Periodicity restrictions; Layer algorithm; Simulated annealing; Etc; ARC-ROUTING PROBLEM; TRAVELING SALESMAN PROBLEM; ALGORITHM; SEARCH;
D O I
10.1007/s00500-021-06213-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a mathematical formulation and a heuristic approach for a new variant of the Hierarchical Chinese Postman Problem (HCPP). Indeed, we introduce the concept of periodicity, and we define and solve, for the first time, the Periodic-HCPP, denoted as P-HCPP. Given that the resulting integer programming model makes use of a big number of binary variables and given the extended time horizon considered, 30 days in our case, the problem is characterized by a high level of complexity. However, our developed heuristic is able to solve instances having up to 40 nodes, 520 arcs and 5 hierarchies, whereas a general-purpose solver like Gurobi was not able to provide solutions for instances having more than 10 nodes. While the collected results are very encouraging, we provide at the end of this paper a set of possible future extensions of this work.
引用
收藏
页码:709 / 724
页数:16
相关论文
共 50 条
  • [1] On the periodic hierarchical Chinese postman problem
    Muhammed Emre Keskin
    Chefi Triki
    Soft Computing, 2022, 26 : 709 - 724
  • [2] Solving the hierarchical Chinese postman problem as a rural postman problem
    Cabral, EA
    Gendreau, M
    Ghiani, G
    Laporte, G
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 155 (01) : 44 - 50
  • [3] An algorithm for the hierarchical Chinese postman problem
    Ghiani, G
    Improta, G
    OPERATIONS RESEARCH LETTERS, 2000, 26 (01) : 27 - 32
  • [4] Algorithm for the hierarchical Chinese postman problem
    Ghiani, Gianpaolo
    Improta, Gennaro
    1600, Elsevier Sci B.V., Amsterdam, Netherlands (26):
  • [5] Lower Bounds For Hierarchical Chinese Postman Problem
    Damodaran, Purushothaman
    Krishnamurthi, Murali
    Srihari, Krishnaswami
    INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2008, 15 (01): : 36 - 44
  • [6] On the Hierarchical Chinese Postman Problem with linear ordered classes
    Korteweg, P
    Volgenant, T
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 169 (01) : 41 - 52
  • [7] A time-dependent hierarchical Chinese postman problem
    Kayaci Codur, Merve
    Yilmaz, Mustafa
    CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH, 2020, 28 (01) : 337 - 366
  • [8] A time-dependent hierarchical Chinese postman problem
    Merve Kayacı Çodur
    Mustafa Yılmaz
    Central European Journal of Operations Research, 2020, 28 : 337 - 366
  • [9] Hierarchical Chinese postman problem with fuzzy travel times
    Sokmen, O. C.
    Yilmaz, M.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2021, 18 (05): : 87 - 105
  • [10] The Hierarchical Mixed Rural Postman Problem
    Colombi, Marco
    Corberan, Angel
    Mansini, Renata
    Plana, Isaac
    Sanchis, Jose M.
    TRANSPORTATION SCIENCE, 2017, 51 (02) : 755 - 770